Overview
Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 38984 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 5517 |
| Duplicate rows (%) | 14.2% |
| Total size in memory | 6.8 MiB |
| Average record size in memory | 184.0 B |
Variable types
| Numeric | 19 |
|---|---|
| Categorical | 4 |
| Dataset has 5517 (14.2%) duplicate rows | Duplicates |
ALT is highly overall correlated with AST and 1 other fields | High correlation |
AST is highly overall correlated with ALT | High correlation |
Cholesterol is highly overall correlated with LDL | High correlation |
Gtp is highly overall correlated with ALT | High correlation |
LDL is highly overall correlated with Cholesterol | High correlation |
age is highly overall correlated with height(cm) | High correlation |
eyesight(left) is highly overall correlated with eyesight(right) | High correlation |
eyesight(right) is highly overall correlated with eyesight(left) | High correlation |
hearing(left) is highly overall correlated with hearing(right) | High correlation |
hearing(right) is highly overall correlated with hearing(left) | High correlation |
height(cm) is highly overall correlated with age and 2 other fields | High correlation |
hemoglobin is highly overall correlated with height(cm) and 1 other fields | High correlation |
relaxation is highly overall correlated with systolic | High correlation |
systolic is highly overall correlated with relaxation | High correlation |
waist(cm) is highly overall correlated with weight(kg) | High correlation |
weight(kg) is highly overall correlated with height(cm) and 2 other fields | High correlation |
hearing(left) is highly imbalanced (82.9%) | Imbalance |
hearing(right) is highly imbalanced (82.5%) | Imbalance |
AST is highly skewed (γ1 = 24.00016422) | Skewed |
ALT is highly skewed (γ1 = 36.16930567) | Skewed |
Reproduction
| Analysis started | 2025-12-15 12:09:27.818549 |
|---|---|
| Analysis finished | 2025-12-15 12:10:15.823063 |
| Duration | 48 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
age
Real number (ℝ)
High correlation
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.127591 |
| Minimum | 20 |
|---|---|
| Maximum | 85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 304.7 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 40 |
| median | 40 |
| Q3 | 55 |
| 95-th percentile | 65 |
| Maximum | 85 |
| Range | 65 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 12.063564 |
|---|---|
| Coefficient of variation (CV) | 0.27337916 |
| Kurtosis | -0.1354517 |
| Mean | 44.127591 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.27809333 |
| Sum | 1720270 |
| Variance | 145.52957 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 40 | 10667 | |
| 45 | 4946 | |
| 60 | 4262 | 10.9% |
| 50 | 3901 | 10.0% |
| 55 | 3451 | 8.9% |
| 35 | 3148 | 8.1% |
| 30 | 2868 | 7.4% |
| 25 | 2459 | 6.3% |
| 20 | 1133 | 2.9% |
| 65 | 928 | 2.4% |
| Other values (4) | 1221 | 3.1% |
| Value | Count | Frequency (%) |
| 20 | 1133 | 2.9% |
| 25 | 2459 | 6.3% |
| 30 | 2868 | 7.4% |
| 35 | 3148 | 8.1% |
| 40 | 10667 | |
| 45 | 4946 | |
| 50 | 3901 | 10.0% |
| 55 | 3451 | 8.9% |
| 60 | 4262 | 10.9% |
| 65 | 928 | 2.4% |
| Value | Count | Frequency (%) |
| 85 | 14 | < 0.1% |
| 80 | 197 | 0.5% |
| 75 | 424 | 1.1% |
| 70 | 586 | 1.5% |
| 65 | 928 | 2.4% |
| 60 | 4262 | 10.9% |
| 55 | 3451 | 8.9% |
| 50 | 3901 | 10.0% |
| 45 | 4946 | |
| 40 | 10667 |
height(cm)
Real number (ℝ)
High correlation
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 164.68949 |
| Minimum | 130 |
|---|---|
| Maximum | 190 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 304.7 KiB |
Quantile statistics
| Minimum | 130 |
|---|---|
| 5-th percentile | 150 |
| Q1 | 160 |
| median | 165 |
| Q3 | 170 |
| 95-th percentile | 180 |
| Maximum | 190 |
| Range | 60 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 9.1875072 |
|---|---|
| Coefficient of variation (CV) | 0.055786846 |
| Kurtosis | -0.5994114 |
| Mean | 164.68949 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.14443756 |
| Sum | 6420255 |
| Variance | 84.410288 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 170 | 7985 | |
| 165 | 7004 | |
| 160 | 6236 | |
| 175 | 5617 | |
| 155 | 5292 | |
| 150 | 3132 | 8.0% |
| 180 | 2203 | 5.7% |
| 145 | 843 | 2.2% |
| 185 | 495 | 1.3% |
| 140 | 147 | 0.4% |
| Other values (3) | 30 | 0.1% |
| Value | Count | Frequency (%) |
| 130 | 1 | < 0.1% |
| 135 | 4 | < 0.1% |
| 140 | 147 | 0.4% |
| 145 | 843 | 2.2% |
| 150 | 3132 | 8.0% |
| 155 | 5292 | |
| 160 | 6236 | |
| 165 | 7004 | |
| 170 | 7985 | |
| 175 | 5617 |
| Value | Count | Frequency (%) |
| 190 | 25 | 0.1% |
| 185 | 495 | 1.3% |
| 180 | 2203 | 5.7% |
| 175 | 5617 | |
| 170 | 7985 | |
| 165 | 7004 | |
| 160 | 6236 | |
| 155 | 5292 | |
| 150 | 3132 | 8.0% |
| 145 | 843 | 2.2% |
weight(kg)
Real number (ℝ)
High correlation
| Distinct | 22 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.938718 |
| Minimum | 30 |
|---|---|
| Maximum | 135 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 304.7 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 45 |
| Q1 | 55 |
| median | 65 |
| Q3 | 75 |
| 95-th percentile | 90 |
| Maximum | 135 |
| Range | 105 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 12.896581 |
|---|---|
| Coefficient of variation (CV) | 0.19558434 |
| Kurtosis | 0.32395635 |
| Mean | 65.938718 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.54482139 |
| Sum | 2570555 |
| Variance | 166.3218 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 65 | 5733 | |
| 60 | 5671 | |
| 70 | 5413 | |
| 55 | 5120 | |
| 75 | 4241 | |
| 50 | 3872 | |
| 80 | 2871 | |
| 85 | 1775 | 4.6% |
| 45 | 1661 | 4.3% |
| 90 | 1051 | 2.7% |
| Other values (12) | 1576 | 4.0% |
| Value | Count | Frequency (%) |
| 30 | 5 | < 0.1% |
| 35 | 30 | 0.1% |
| 40 | 324 | 0.8% |
| 45 | 1661 | 4.3% |
| 50 | 3872 | |
| 55 | 5120 | |
| 60 | 5671 | |
| 65 | 5733 | |
| 70 | 5413 | |
| 75 | 4241 |
| Value | Count | Frequency (%) |
| 135 | 1 | < 0.1% |
| 130 | 4 | < 0.1% |
| 125 | 5 | < 0.1% |
| 120 | 17 | < 0.1% |
| 115 | 37 | 0.1% |
| 110 | 82 | 0.2% |
| 105 | 145 | 0.4% |
| 100 | 325 | 0.8% |
| 95 | 601 | |
| 90 | 1051 |
waist(cm)
Real number (ℝ)
High correlation
| Distinct | 545 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82.062115 |
| Minimum | 51 |
|---|---|
| Maximum | 129 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 304.7 KiB |
Quantile statistics
| Minimum | 51 |
|---|---|
| 5-th percentile | 67 |
| Q1 | 76 |
| median | 82 |
| Q3 | 88 |
| 95-th percentile | 98 |
| Maximum | 129 |
| Range | 78 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 9.326798 |
|---|---|
| Coefficient of variation (CV) | 0.11365534 |
| Kurtosis | 0.16646696 |
| Mean | 82.062115 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.2620206 |
| Sum | 3199109.5 |
| Variance | 86.98916 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 80 | 1350 | 3.5% |
| 82 | 1260 | 3.2% |
| 81 | 1227 | 3.1% |
| 84 | 1200 | 3.1% |
| 78 | 1153 | 3.0% |
| 86 | 1141 | 2.9% |
| 85 | 1108 | 2.8% |
| 83 | 1099 | 2.8% |
| 79 | 1082 | 2.8% |
| 76 | 1044 | 2.7% |
| Other values (535) | 27320 |
| Value | Count | Frequency (%) |
| 51 | 2 | < 0.1% |
| 54 | 2 | < 0.1% |
| 55 | 2 | < 0.1% |
| 56 | 4 | |
| 56.2 | 1 | < 0.1% |
| 56.6 | 1 | < 0.1% |
| 57 | 8 | |
| 57.4 | 2 | < 0.1% |
| 57.5 | 1 | < 0.1% |
| 57.7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 129 | 1 | < 0.1% |
| 128 | 1 | < 0.1% |
| 127.7 | 1 | < 0.1% |
| 127 | 2 | |
| 125.8 | 1 | < 0.1% |
| 124 | 2 | |
| 123 | 1 | < 0.1% |
| 121.4 | 1 | < 0.1% |
| 121 | 3 | |
| 120.5 | 1 | < 0.1% |
eyesight(left)
Real number (ℝ)
High correlation
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0149549 |
| Minimum | 0.1 |
|---|---|
| Maximum | 9.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 304.7 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 0.8 |
| median | 1 |
| Q3 | 1.2 |
| 95-th percentile | 1.5 |
| Maximum | 9.9 |
| Range | 9.8 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.49852722 |
|---|---|
| Coefficient of variation (CV) | 0.49118167 |
| Kurtosis | 178.77825 |
| Mean | 1.0149549 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 10.107092 |
| Sum | 39567 |
| Variance | 0.24852939 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 1.2 | 8880 | |
| 1 | 8615 | |
| 1.5 | 5524 | |
| 0.8 | 3594 | |
| 0.9 | 3591 | |
| 0.7 | 3116 | 8.0% |
| 0.6 | 1777 | 4.6% |
| 0.5 | 1472 | 3.8% |
| 0.4 | 860 | 2.2% |
| 0.3 | 609 | 1.6% |
| Other values (9) | 946 | 2.4% |
| Value | Count | Frequency (%) |
| 0.1 | 248 | 0.6% |
| 0.2 | 315 | 0.8% |
| 0.3 | 609 | 1.6% |
| 0.4 | 860 | 2.2% |
| 0.5 | 1472 | 3.8% |
| 0.6 | 1777 | 4.6% |
| 0.7 | 3116 | 8.0% |
| 0.8 | 3594 | |
| 0.9 | 3591 | |
| 1 | 8615 |
| Value | Count | Frequency (%) |
| 9.9 | 70 | 0.2% |
| 2 | 286 | 0.7% |
| 1.9 | 1 | < 0.1% |
| 1.8 | 1 | < 0.1% |
| 1.6 | 14 | < 0.1% |
| 1.5 | 5524 | |
| 1.3 | 9 | < 0.1% |
| 1.2 | 8880 | |
| 1.1 | 2 | < 0.1% |
| 1 | 8615 |
eyesight(right)
Real number (ℝ)
High correlation
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0087677 |
| Minimum | 0.1 |
|---|---|
| Maximum | 9.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 304.7 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 0.8 |
| median | 1 |
| Q3 | 1.2 |
| 95-th percentile | 1.5 |
| Maximum | 9.9 |
| Range | 9.8 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.49381271 |
|---|---|
| Coefficient of variation (CV) | 0.48952074 |
| Kurtosis | 180.94817 |
| Mean | 1.0087677 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 10.117849 |
| Sum | 39325.8 |
| Variance | 0.24385099 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 1.2 | 8819 | |
| 1 | 8730 | |
| 1.5 | 5306 | |
| 0.8 | 3726 | |
| 0.9 | 3688 | |
| 0.7 | 2990 | 7.7% |
| 0.6 | 1699 | 4.4% |
| 0.5 | 1530 | 3.9% |
| 0.4 | 937 | 2.4% |
| 0.3 | 587 | 1.5% |
| Other values (7) | 972 | 2.5% |
| Value | Count | Frequency (%) |
| 0.1 | 264 | 0.7% |
| 0.2 | 357 | 0.9% |
| 0.3 | 587 | 1.5% |
| 0.4 | 937 | 2.4% |
| 0.5 | 1530 | 3.9% |
| 0.6 | 1699 | 4.4% |
| 0.7 | 2990 | 7.7% |
| 0.8 | 3726 | |
| 0.9 | 3688 | |
| 1 | 8730 |
| Value | Count | Frequency (%) |
| 9.9 | 68 | 0.2% |
| 2 | 261 | 0.7% |
| 1.6 | 15 | < 0.1% |
| 1.5 | 5306 | |
| 1.3 | 5 | < 0.1% |
| 1.2 | 8819 | |
| 1.1 | 2 | < 0.1% |
| 1 | 8730 | |
| 0.9 | 3688 | |
| 0.8 | 3726 |
hearing(left)
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 304.7 KiB |
| 1 | |
|---|---|
| 2 | 989 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 37995 | |
| 2 | 989 | 2.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 37995 | |
| 2 | 989 | 2.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 37995 | |
| 2 | 989 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 38984 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 37995 | |
| 2 | 989 | 2.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 38984 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 37995 | |
| 2 | 989 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 38984 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 37995 | |
| 2 | 989 | 2.5% |
hearing(right)
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 304.7 KiB |
| 1 | |
|---|---|
| 2 | 1021 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 37963 | |
| 2 | 1021 | 2.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 37963 | |
| 2 | 1021 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 37963 | |
| 2 | 1021 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 38984 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 37963 | |
| 2 | 1021 | 2.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 38984 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 37963 | |
| 2 | 1021 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 38984 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 37963 | |
| 2 | 1021 | 2.6% |
systolic
Real number (ℝ)
High correlation
| Distinct | 125 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 121.47563 |
| Minimum | 71 |
|---|---|
| Maximum | 233 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 304.7 KiB |
Quantile statistics
| Minimum | 71 |
|---|---|
| 5-th percentile | 100 |
| Q1 | 112 |
| median | 120 |
| Q3 | 130 |
| 95-th percentile | 144 |
| Maximum | 233 |
| Range | 162 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 13.643521 |
|---|---|
| Coefficient of variation (CV) | 0.11231488 |
| Kurtosis | 1.2681719 |
| Mean | 121.47563 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.45871864 |
| Sum | 4735606 |
| Variance | 186.14568 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 110 | 2476 | 6.4% |
| 120 | 2407 | 6.2% |
| 130 | 2332 | 6.0% |
| 118 | 2099 | 5.4% |
| 116 | 1099 | 2.8% |
| 124 | 1087 | 2.8% |
| 119 | 1060 | 2.7% |
| 128 | 1058 | 2.7% |
| 122 | 1023 | 2.6% |
| 100 | 1015 | 2.6% |
| Other values (115) | 23328 |
| Value | Count | Frequency (%) |
| 71 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 74 | 1 | < 0.1% |
| 79 | 1 | < 0.1% |
| 80 | 2 | < 0.1% |
| 81 | 4 | |
| 82 | 6 | |
| 83 | 5 | |
| 84 | 5 | |
| 85 | 3 |
| Value | Count | Frequency (%) |
| 233 | 1 | < 0.1% |
| 223 | 1 | < 0.1% |
| 213 | 1 | < 0.1% |
| 208 | 1 | < 0.1% |
| 204 | 1 | < 0.1% |
| 203 | 3 | |
| 200 | 2 | |
| 199 | 4 | |
| 198 | 2 | |
| 197 | 2 |
relaxation
Real number (ℝ)
High correlation
| Distinct | 94 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.994408 |
| Minimum | 40 |
|---|---|
| Maximum | 146 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 304.7 KiB |
Quantile statistics
| Minimum | 40 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 70 |
| median | 76 |
| Q3 | 82 |
| 95-th percentile | 91 |
| Maximum | 146 |
| Range | 106 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 9.6587342 |
|---|---|
| Coefficient of variation (CV) | 0.12709796 |
| Kurtosis | 1.0651649 |
| Mean | 75.994408 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.41183046 |
| Sum | 2962566 |
| Variance | 93.291147 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 80 | 3819 | 9.8% |
| 70 | 3658 | 9.4% |
| 78 | 2257 | 5.8% |
| 72 | 1515 | 3.9% |
| 60 | 1491 | 3.8% |
| 74 | 1486 | 3.8% |
| 76 | 1450 | 3.7% |
| 75 | 1336 | 3.4% |
| 82 | 1259 | 3.2% |
| 84 | 1168 | 3.0% |
| Other values (84) | 19545 |
| Value | Count | Frequency (%) |
| 40 | 2 | < 0.1% |
| 42 | 1 | < 0.1% |
| 44 | 2 | < 0.1% |
| 45 | 1 | < 0.1% |
| 46 | 4 | < 0.1% |
| 47 | 1 | < 0.1% |
| 48 | 8 | < 0.1% |
| 49 | 4 | < 0.1% |
| 50 | 27 | |
| 51 | 40 |
| Value | Count | Frequency (%) |
| 146 | 3 | |
| 140 | 1 | < 0.1% |
| 137 | 1 | < 0.1% |
| 136 | 2 | |
| 133 | 1 | < 0.1% |
| 132 | 2 | |
| 130 | 2 | |
| 129 | 1 | < 0.1% |
| 128 | 2 | |
| 127 | 1 | < 0.1% |
fasting blood sugar
Real number (ℝ)
| Distinct | 258 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.342269 |
| Minimum | 46 |
|---|---|
| Maximum | 423 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 304.7 KiB |
Quantile statistics
| Minimum | 46 |
|---|---|
| 5-th percentile | 80 |
| Q1 | 89 |
| median | 96 |
| Q3 | 104 |
| 95-th percentile | 130 |
| Maximum | 423 |
| Range | 377 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 20.642741 |
|---|---|
| Coefficient of variation (CV) | 0.20779414 |
| Kurtosis | 32.454561 |
| Mean | 99.342269 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 4.3239736 |
| Sum | 3872759 |
| Variance | 426.12277 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 94 | 1552 | 4.0% |
| 95 | 1524 | 3.9% |
| 97 | 1520 | 3.9% |
| 91 | 1489 | 3.8% |
| 93 | 1487 | 3.8% |
| 92 | 1464 | 3.8% |
| 90 | 1386 | 3.6% |
| 96 | 1379 | 3.5% |
| 98 | 1370 | 3.5% |
| 99 | 1364 | 3.5% |
| Other values (248) | 24449 |
| Value | Count | Frequency (%) |
| 46 | 2 | < 0.1% |
| 48 | 1 | < 0.1% |
| 51 | 1 | < 0.1% |
| 54 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 56 | 2 | < 0.1% |
| 57 | 2 | < 0.1% |
| 58 | 1 | < 0.1% |
| 59 | 4 | |
| 60 | 7 |
| Value | Count | Frequency (%) |
| 423 | 1 | < 0.1% |
| 398 | 1 | < 0.1% |
| 391 | 1 | < 0.1% |
| 386 | 1 | < 0.1% |
| 375 | 2 | |
| 369 | 3 | |
| 365 | 1 | < 0.1% |
| 349 | 1 | < 0.1% |
| 342 | 2 | |
| 341 | 1 | < 0.1% |
Cholesterol
Real number (ℝ)
High correlation
| Distinct | 279 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 196.88349 |
| Minimum | 55 |
|---|---|
| Maximum | 445 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 304.7 KiB |
Quantile statistics
| Minimum | 55 |
|---|---|
| 5-th percentile | 141 |
| Q1 | 172 |
| median | 195 |
| Q3 | 219 |
| 95-th percentile | 259 |
| Maximum | 445 |
| Range | 390 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 36.353945 |
|---|---|
| Coefficient of variation (CV) | 0.18464699 |
| Kurtosis | 0.6791754 |
| Mean | 196.88349 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 0.41753917 |
| Sum | 7675306 |
| Variance | 1321.6093 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 199 | 479 | 1.2% |
| 192 | 470 | 1.2% |
| 178 | 462 | 1.2% |
| 198 | 458 | 1.2% |
| 187 | 456 | 1.2% |
| 186 | 449 | 1.2% |
| 197 | 445 | 1.1% |
| 188 | 445 | 1.1% |
| 179 | 440 | 1.1% |
| 196 | 440 | 1.1% |
| Other values (269) | 34440 |
| Value | Count | Frequency (%) |
| 55 | 1 | < 0.1% |
| 77 | 2 | < 0.1% |
| 84 | 1 | < 0.1% |
| 86 | 1 | < 0.1% |
| 87 | 1 | < 0.1% |
| 90 | 2 | < 0.1% |
| 91 | 5 | |
| 93 | 4 | |
| 95 | 3 | |
| 96 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 445 | 1 | |
| 442 | 1 | |
| 441 | 1 | |
| 419 | 1 | |
| 410 | 1 | |
| 406 | 1 | |
| 395 | 1 | |
| 393 | 2 | |
| 386 | 1 | |
| 380 | 2 |
triglyceride
Real number (ℝ)
| Distinct | 389 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 126.74946 |
| Minimum | 8 |
|---|---|
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 304.7 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 46 |
| Q1 | 74 |
| median | 108 |
| Q3 | 160 |
| 95-th percentile | 278 |
| Maximum | 999 |
| Range | 991 |
| Interquartile range (IQR) | 86 |
Descriptive statistics
| Standard deviation | 71.803143 |
|---|---|
| Coefficient of variation (CV) | 0.56649663 |
| Kurtosis | 2.0977678 |
| Mean | 126.74946 |
| Median Absolute Deviation (MAD) | 39 |
| Skewness | 1.3366262 |
| Sum | 4941201 |
| Variance | 5155.6913 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 71 | 373 | 1.0% |
| 82 | 364 | 0.9% |
| 85 | 364 | 0.9% |
| 79 | 353 | 0.9% |
| 83 | 332 | 0.9% |
| 68 | 327 | 0.8% |
| 67 | 326 | 0.8% |
| 69 | 325 | 0.8% |
| 59 | 322 | 0.8% |
| 75 | 320 | 0.8% |
| Other values (379) | 35578 |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 16 | 3 | < 0.1% |
| 19 | 1 | < 0.1% |
| 20 | 6 | |
| 21 | 6 | |
| 22 | 4 | |
| 23 | 7 | |
| 24 | 9 |
| Value | Count | Frequency (%) |
| 999 | 1 | < 0.1% |
| 548 | 1 | < 0.1% |
| 466 | 2 | < 0.1% |
| 432 | 2 | < 0.1% |
| 399 | 14 | |
| 398 | 8 | |
| 397 | 16 | |
| 396 | 5 | < 0.1% |
| 395 | 8 | |
| 394 | 11 |
HDL
Real number (ℝ)
| Distinct | 122 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.293146 |
| Minimum | 4 |
|---|---|
| Maximum | 359 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 304.7 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 37 |
| Q1 | 47 |
| median | 55 |
| Q3 | 66 |
| 95-th percentile | 84 |
| Maximum | 359 |
| Range | 355 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 14.617822 |
|---|---|
| Coefficient of variation (CV) | 0.25514086 |
| Kurtosis | 5.9524953 |
| Mean | 57.293146 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 1.0869945 |
| Sum | 2233516 |
| Variance | 213.68073 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 50 | 1183 | 3.0% |
| 51 | 1158 | 3.0% |
| 55 | 1155 | 3.0% |
| 54 | 1154 | 3.0% |
| 47 | 1144 | 2.9% |
| 48 | 1113 | 2.9% |
| 52 | 1113 | 2.9% |
| 56 | 1112 | 2.9% |
| 49 | 1110 | 2.8% |
| 53 | 1110 | 2.8% |
| Other values (112) | 27632 |
| Value | Count | Frequency (%) |
| 4 | 1 | < 0.1% |
| 18 | 3 | < 0.1% |
| 21 | 1 | < 0.1% |
| 22 | 3 | < 0.1% |
| 23 | 3 | < 0.1% |
| 24 | 9 | < 0.1% |
| 25 | 13 | < 0.1% |
| 26 | 13 | < 0.1% |
| 27 | 21 | |
| 28 | 37 |
| Value | Count | Frequency (%) |
| 359 | 1 | < 0.1% |
| 159 | 1 | < 0.1% |
| 157 | 1 | < 0.1% |
| 155 | 1 | < 0.1% |
| 148 | 2 | |
| 144 | 1 | < 0.1% |
| 136 | 2 | |
| 135 | 2 | |
| 133 | 4 | |
| 132 | 1 | < 0.1% |
LDL
Real number (ℝ)
High correlation
| Distinct | 286 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 115.08149 |
| Minimum | 1 |
|---|---|
| Maximum | 1860 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 304.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 63 |
| Q1 | 91 |
| median | 113 |
| Q3 | 136 |
| 95-th percentile | 172 |
| Maximum | 1860 |
| Range | 1859 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 42.883163 |
|---|---|
| Coefficient of variation (CV) | 0.37263301 |
| Kurtosis | 369.14081 |
| Mean | 115.08149 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 11.764551 |
| Sum | 4486337 |
| Variance | 1838.9657 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 112 | 526 | 1.3% |
| 110 | 507 | 1.3% |
| 107 | 497 | 1.3% |
| 106 | 496 | 1.3% |
| 101 | 482 | 1.2% |
| 108 | 480 | 1.2% |
| 116 | 480 | 1.2% |
| 121 | 479 | 1.2% |
| 111 | 471 | 1.2% |
| 114 | 470 | 1.2% |
| Other values (276) | 34096 |
| Value | Count | Frequency (%) |
| 1 | 3 | |
| 4 | 1 | < 0.1% |
| 7 | 2 | |
| 9 | 1 | < 0.1% |
| 10 | 2 | |
| 12 | 4 | |
| 13 | 1 | < 0.1% |
| 15 | 3 | |
| 16 | 4 | |
| 17 | 2 |
| Value | Count | Frequency (%) |
| 1860 | 1 | |
| 1810 | 1 | |
| 1660 | 1 | |
| 1600 | 1 | |
| 1560 | 1 | |
| 1400 | 1 | |
| 1340 | 1 | |
| 1260 | 1 | |
| 1220 | 1 | |
| 1200 | 2 |
hemoglobin
Real number (ℝ)
High correlation
| Distinct | 143 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.624264 |
| Minimum | 4.9 |
|---|---|
| Maximum | 21.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 304.7 KiB |
Quantile statistics
| Minimum | 4.9 |
|---|---|
| 5-th percentile | 12.1 |
| Q1 | 13.6 |
| median | 14.8 |
| Q3 | 15.8 |
| 95-th percentile | 16.9 |
| Maximum | 21.1 |
| Range | 16.2 |
| Interquartile range (IQR) | 2.2 |
Descriptive statistics
| Standard deviation | 1.5665276 |
|---|---|
| Coefficient of variation (CV) | 0.10711839 |
| Kurtosis | 1.2543531 |
| Mean | 14.624264 |
| Median Absolute Deviation (MAD) | 1.1 |
| Skewness | -0.6674485 |
| Sum | 570112.3 |
| Variance | 2.4540086 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 15.4 | 1080 | 2.8% |
| 15.6 | 1054 | 2.7% |
| 15 | 1049 | 2.7% |
| 15.3 | 1035 | 2.7% |
| 15.7 | 1023 | 2.6% |
| 15.5 | 1022 | 2.6% |
| 15.2 | 979 | 2.5% |
| 15.8 | 975 | 2.5% |
| 15.1 | 972 | 2.5% |
| 14.9 | 971 | 2.5% |
| Other values (133) | 28824 |
| Value | Count | Frequency (%) |
| 4.9 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 5.5 | 1 | < 0.1% |
| 5.8 | 2 | |
| 5.9 | 1 | < 0.1% |
| 6.1 | 1 | < 0.1% |
| 6.2 | 1 | < 0.1% |
| 6.3 | 2 | |
| 6.4 | 1 | < 0.1% |
| 6.6 | 3 |
| Value | Count | Frequency (%) |
| 21.1 | 1 | < 0.1% |
| 20.9 | 1 | < 0.1% |
| 20.4 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19.8 | 1 | < 0.1% |
| 19.7 | 2 | |
| 19.6 | 1 | < 0.1% |
| 19.3 | 4 | |
| 19.2 | 2 | |
| 19.1 | 3 |
Urine protein
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0865227 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 304.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.40210688 |
|---|---|
| Coefficient of variation (CV) | 0.37008604 |
| Kurtosis | 35.700906 |
| Mean | 1.0865227 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.5877426 |
| Sum | 42357 |
| Variance | 0.16168994 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 1 | 36836 | |
| 2 | 1236 | 3.2% |
| 3 | 667 | 1.7% |
| 4 | 182 | 0.5% |
| 5 | 58 | 0.1% |
| 6 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 36836 | |
| 2 | 1236 | 3.2% |
| 3 | 667 | 1.7% |
| 4 | 182 | 0.5% |
| 5 | 58 | 0.1% |
| 6 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 5 | < 0.1% |
| 5 | 58 | 0.1% |
| 4 | 182 | 0.5% |
| 3 | 667 | 1.7% |
| 2 | 1236 | 3.2% |
| 1 | 36836 |
serum creatinine
Real number (ℝ)
| Distinct | 34 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.88603017 |
| Minimum | 0.1 |
|---|---|
| Maximum | 11.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 304.7 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.6 |
| Q1 | 0.8 |
| median | 0.9 |
| Q3 | 1 |
| 95-th percentile | 1.2 |
| Maximum | 11.6 |
| Range | 11.5 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 0.22062147 |
|---|---|
| Coefficient of variation (CV) | 0.24899995 |
| Kurtosis | 348.85269 |
| Mean | 0.88603017 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 9.0256833 |
| Sum | 34541 |
| Variance | 0.048673833 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=34)
| Value | Count | Frequency (%) |
| 0.9 | 7963 | |
| 0.8 | 7363 | |
| 1 | 6806 | |
| 0.7 | 5234 | |
| 1.1 | 4264 | |
| 0.6 | 3137 | 8.0% |
| 1.2 | 2028 | 5.2% |
| 0.5 | 1022 | 2.6% |
| 1.3 | 632 | 1.6% |
| 1.4 | 211 | 0.5% |
| Other values (24) | 324 | 0.8% |
| Value | Count | Frequency (%) |
| 0.1 | 15 | < 0.1% |
| 0.2 | 2 | < 0.1% |
| 0.3 | 7 | < 0.1% |
| 0.4 | 143 | 0.4% |
| 0.5 | 1022 | 2.6% |
| 0.6 | 3137 | 8.0% |
| 0.7 | 5234 | |
| 0.8 | 7363 | |
| 0.9 | 7963 | |
| 1 | 6806 |
| Value | Count | Frequency (%) |
| 11.6 | 1 | |
| 10 | 1 | |
| 9.9 | 1 | |
| 7.4 | 2 | |
| 6.4 | 1 | |
| 5.9 | 1 | |
| 5 | 1 | |
| 3.4 | 2 | |
| 3.3 | 1 | |
| 3 | 1 |
AST
Real number (ℝ)
High correlation Skewed
| Distinct | 195 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.198235 |
| Minimum | 6 |
|---|---|
| Maximum | 1090 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 304.7 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 19 |
| median | 23 |
| Q3 | 29 |
| 95-th percentile | 46 |
| Maximum | 1090 |
| Range | 1084 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 19.175595 |
|---|---|
| Coefficient of variation (CV) | 0.73194226 |
| Kurtosis | 1048.4498 |
| Mean | 26.198235 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 24.000164 |
| Sum | 1021312 |
| Variance | 367.70346 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 20 | 2636 | 6.8% |
| 21 | 2604 | 6.7% |
| 22 | 2501 | 6.4% |
| 19 | 2474 | 6.3% |
| 23 | 2334 | 6.0% |
| 18 | 2292 | 5.9% |
| 24 | 2237 | 5.7% |
| 25 | 1936 | 5.0% |
| 17 | 1897 | 4.9% |
| 26 | 1593 | 4.1% |
| Other values (185) | 16480 |
| Value | Count | Frequency (%) |
| 6 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 16 | < 0.1% |
| 10 | 34 | 0.1% |
| 11 | 72 | 0.2% |
| 12 | 202 | 0.5% |
| 13 | 383 | 1.0% |
| 14 | 676 | |
| 15 | 1122 |
| Value | Count | Frequency (%) |
| 1090 | 2 | |
| 981 | 1 | |
| 976 | 1 | |
| 841 | 1 | |
| 778 | 1 | |
| 656 | 1 | |
| 591 | 2 | |
| 527 | 1 | |
| 387 | 1 | |
| 326 | 1 |
ALT
Real number (ℝ)
High correlation Skewed
| Distinct | 230 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.145188 |
| Minimum | 1 |
|---|---|
| Maximum | 2914 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 304.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 15 |
| median | 21 |
| Q3 | 31 |
| 95-th percentile | 62 |
| Maximum | 2914 |
| Range | 2913 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 31.309945 |
|---|---|
| Coefficient of variation (CV) | 1.1534252 |
| Kurtosis | 2545.5193 |
| Mean | 27.145188 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 36.169306 |
| Sum | 1058228 |
| Variance | 980.31266 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 15 | 1927 | 4.9% |
| 16 | 1863 | 4.8% |
| 17 | 1802 | 4.6% |
| 18 | 1791 | 4.6% |
| 14 | 1781 | 4.6% |
| 19 | 1625 | 4.2% |
| 13 | 1620 | 4.2% |
| 20 | 1545 | 4.0% |
| 12 | 1511 | 3.9% |
| 21 | 1426 | 3.7% |
| Other values (220) | 22093 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 3 | < 0.1% |
| 4 | 15 | < 0.1% |
| 5 | 31 | 0.1% |
| 6 | 81 | 0.2% |
| 7 | 188 | 0.5% |
| 8 | 362 | 0.9% |
| 9 | 577 | |
| 10 | 947 |
| Value | Count | Frequency (%) |
| 2914 | 1 | |
| 1783 | 1 | |
| 1612 | 1 | |
| 1400 | 2 | |
| 1155 | 1 | |
| 745 | 2 | |
| 740 | 1 | |
| 713 | 1 | |
| 610 | 1 | |
| 514 | 1 |
Gtp
Real number (ℝ)
High correlation
| Distinct | 439 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.905038 |
| Minimum | 2 |
|---|---|
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 304.7 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 17 |
| median | 26 |
| Q3 | 44 |
| 95-th percentile | 113 |
| Maximum | 999 |
| Range | 997 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 49.693843 |
|---|---|
| Coefficient of variation (CV) | 1.2453025 |
| Kurtosis | 77.179393 |
| Mean | 39.905038 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 6.7754457 |
| Sum | 1555658 |
| Variance | 2469.478 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 16 | 1484 | 3.8% |
| 14 | 1477 | 3.8% |
| 15 | 1454 | 3.7% |
| 17 | 1400 | 3.6% |
| 18 | 1387 | 3.6% |
| 13 | 1312 | 3.4% |
| 19 | 1288 | 3.3% |
| 20 | 1239 | 3.2% |
| 21 | 1168 | 3.0% |
| 12 | 1086 | 2.8% |
| Other values (429) | 25689 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 9 | < 0.1% |
| 6 | 30 | 0.1% |
| 7 | 73 | 0.2% |
| 8 | 162 | 0.4% |
| 9 | 367 | 0.9% |
| 10 | 636 | |
| 11 | 931 |
| Value | Count | Frequency (%) |
| 999 | 4 | |
| 976 | 1 | < 0.1% |
| 961 | 2 | |
| 933 | 1 | < 0.1% |
| 926 | 1 | < 0.1% |
| 894 | 1 | < 0.1% |
| 873 | 1 | < 0.1% |
| 836 | 1 | < 0.1% |
| 820 | 1 | < 0.1% |
| 816 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 30625 | |
| 1 | 8359 | 21.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 30625 | |
| 1 | 8359 | 21.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 30625 | |
| 1 | 8359 | 21.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 38984 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 30625 | |
| 1 | 8359 | 21.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 38984 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 30625 | |
| 1 | 8359 | 21.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 38984 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 30625 | |
| 1 | 8359 | 21.4% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 24666 | |
| 1 | 14318 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 24666 | |
| 1 | 14318 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 24666 | |
| 1 | 14318 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 38984 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 24666 | |
| 1 | 14318 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 38984 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 24666 | |
| 1 | 14318 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 38984 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 24666 | |
| 1 | 14318 |
Interactions
Correlations
| ALT | AST | Cholesterol | Gtp | HDL | LDL | Urine protein | age | dental caries | eyesight(left) | eyesight(right) | fasting blood sugar | hearing(left) | hearing(right) | height(cm) | hemoglobin | relaxation | serum creatinine | smoking | systolic | triglyceride | waist(cm) | weight(kg) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ALT | 1.000 | 0.734 | 0.110 | 0.623 | -0.269 | 0.090 | 0.035 | -0.077 | 0.009 | 0.060 | 0.065 | 0.195 | 0.029 | 0.028 | 0.266 | 0.420 | 0.209 | 0.235 | 0.000 | 0.208 | 0.357 | 0.459 | 0.451 |
| AST | 0.734 | 1.000 | 0.101 | 0.471 | -0.085 | 0.058 | 0.038 | 0.106 | 0.003 | -0.021 | -0.018 | 0.116 | 0.000 | 0.000 | 0.078 | 0.235 | 0.164 | 0.158 | 0.025 | 0.175 | 0.194 | 0.250 | 0.198 |
| Cholesterol | 0.110 | 0.101 | 1.000 | 0.144 | 0.155 | 0.888 | -0.004 | 0.074 | 0.002 | -0.008 | -0.003 | 0.054 | 0.045 | 0.031 | -0.076 | 0.054 | 0.092 | 0.019 | 0.033 | 0.054 | 0.253 | 0.075 | 0.029 |
| Gtp | 0.623 | 0.471 | 0.144 | 1.000 | -0.226 | 0.065 | 0.042 | -0.026 | 0.032 | 0.045 | 0.050 | 0.281 | 0.013 | 0.000 | 0.297 | 0.449 | 0.280 | 0.293 | 0.166 | 0.265 | 0.461 | 0.468 | 0.440 |
| HDL | -0.269 | -0.085 | 0.155 | -0.226 | 1.000 | -0.061 | -0.017 | 0.019 | 0.021 | -0.022 | -0.026 | -0.137 | 0.018 | 0.017 | -0.231 | -0.275 | -0.104 | -0.210 | 0.131 | -0.101 | -0.469 | -0.397 | -0.383 |
| LDL | 0.090 | 0.058 | 0.888 | 0.065 | -0.061 | 1.000 | -0.007 | 0.064 | 0.014 | -0.008 | -0.002 | 0.010 | 0.000 | 0.000 | -0.049 | 0.061 | 0.053 | 0.048 | 0.011 | 0.020 | 0.091 | 0.100 | 0.060 |
| Urine protein | 0.035 | 0.038 | -0.004 | 0.042 | -0.017 | -0.007 | 1.000 | 0.010 | 0.002 | -0.015 | -0.013 | 0.042 | 0.018 | 0.021 | 0.008 | 0.032 | 0.035 | 0.017 | 0.013 | 0.028 | 0.019 | 0.031 | 0.021 |
| age | -0.077 | 0.106 | 0.074 | -0.026 | 0.019 | 0.064 | 0.010 | 1.000 | 0.121 | -0.334 | -0.331 | 0.211 | 0.257 | 0.264 | -0.500 | -0.317 | 0.050 | -0.175 | 0.180 | 0.113 | 0.028 | -0.040 | -0.342 |
| dental caries | 0.009 | 0.003 | 0.002 | 0.032 | 0.021 | 0.014 | 0.002 | 0.121 | 1.000 | 0.023 | 0.024 | 0.006 | 0.019 | 0.016 | 0.084 | 0.073 | 0.034 | 0.000 | 0.107 | 0.029 | 0.030 | 0.047 | 0.075 |
| eyesight(left) | 0.060 | -0.021 | -0.008 | 0.045 | -0.022 | -0.008 | -0.015 | -0.334 | 0.023 | 1.000 | 0.697 | -0.057 | 0.071 | 0.074 | 0.241 | 0.159 | 0.009 | 0.105 | 0.078 | -0.035 | 0.025 | 0.039 | 0.175 |
| eyesight(right) | 0.065 | -0.018 | -0.003 | 0.050 | -0.026 | -0.002 | -0.013 | -0.331 | 0.024 | 0.697 | 1.000 | -0.059 | 0.067 | 0.075 | 0.249 | 0.167 | 0.015 | 0.109 | 0.087 | -0.029 | 0.027 | 0.044 | 0.179 |
| fasting blood sugar | 0.195 | 0.116 | 0.054 | 0.281 | -0.137 | 0.010 | 0.042 | 0.211 | 0.006 | -0.057 | -0.059 | 1.000 | 0.038 | 0.046 | 0.030 | 0.110 | 0.194 | 0.077 | 0.077 | 0.225 | 0.270 | 0.261 | 0.179 |
| hearing(left) | 0.029 | 0.000 | 0.045 | 0.013 | 0.018 | 0.000 | 0.018 | 0.257 | 0.019 | 0.071 | 0.067 | 0.038 | 1.000 | 0.517 | 0.094 | 0.041 | 0.006 | 0.018 | 0.021 | 0.054 | 0.000 | 0.027 | 0.052 |
| hearing(right) | 0.028 | 0.000 | 0.031 | 0.000 | 0.017 | 0.000 | 0.021 | 0.264 | 0.016 | 0.074 | 0.075 | 0.046 | 0.517 | 1.000 | 0.093 | 0.042 | 0.003 | 0.021 | 0.018 | 0.051 | 0.000 | 0.017 | 0.051 |
| height(cm) | 0.266 | 0.078 | -0.076 | 0.297 | -0.231 | -0.049 | 0.008 | -0.500 | 0.084 | 0.241 | 0.249 | 0.030 | 0.094 | 0.093 | 1.000 | 0.582 | 0.122 | 0.474 | 0.417 | 0.098 | 0.169 | 0.388 | 0.695 |
| hemoglobin | 0.420 | 0.235 | 0.054 | 0.449 | -0.275 | 0.061 | 0.032 | -0.317 | 0.073 | 0.159 | 0.167 | 0.110 | 0.041 | 0.042 | 0.582 | 1.000 | 0.239 | 0.489 | 0.404 | 0.194 | 0.296 | 0.400 | 0.541 |
| relaxation | 0.209 | 0.164 | 0.092 | 0.280 | -0.104 | 0.053 | 0.035 | 0.050 | 0.034 | 0.009 | 0.015 | 0.194 | 0.006 | 0.003 | 0.122 | 0.239 | 1.000 | 0.101 | 0.097 | 0.738 | 0.230 | 0.290 | 0.271 |
| serum creatinine | 0.235 | 0.158 | 0.019 | 0.293 | -0.210 | 0.048 | 0.017 | -0.175 | 0.000 | 0.105 | 0.109 | 0.077 | 0.018 | 0.021 | 0.474 | 0.489 | 0.101 | 1.000 | 0.020 | 0.082 | 0.159 | 0.287 | 0.419 |
| smoking | 0.000 | 0.025 | 0.033 | 0.166 | 0.131 | 0.011 | 0.013 | 0.180 | 0.107 | 0.078 | 0.087 | 0.077 | 0.021 | 0.018 | 0.417 | 0.404 | 0.097 | 0.020 | 1.000 | 0.089 | 0.239 | 0.224 | 0.312 |
| systolic | 0.208 | 0.175 | 0.054 | 0.265 | -0.101 | 0.020 | 0.028 | 0.113 | 0.029 | -0.035 | -0.029 | 0.225 | 0.054 | 0.051 | 0.098 | 0.194 | 0.738 | 0.082 | 0.089 | 1.000 | 0.215 | 0.322 | 0.274 |
| triglyceride | 0.357 | 0.194 | 0.253 | 0.461 | -0.469 | 0.091 | 0.019 | 0.028 | 0.030 | 0.025 | 0.027 | 0.270 | 0.000 | 0.000 | 0.169 | 0.296 | 0.230 | 0.159 | 0.239 | 0.215 | 1.000 | 0.398 | 0.351 |
| waist(cm) | 0.459 | 0.250 | 0.075 | 0.468 | -0.397 | 0.100 | 0.031 | -0.040 | 0.047 | 0.039 | 0.044 | 0.261 | 0.027 | 0.017 | 0.388 | 0.400 | 0.290 | 0.287 | 0.224 | 0.322 | 0.398 | 1.000 | 0.810 |
| weight(kg) | 0.451 | 0.198 | 0.029 | 0.440 | -0.383 | 0.060 | 0.021 | -0.342 | 0.075 | 0.175 | 0.179 | 0.179 | 0.052 | 0.051 | 0.695 | 0.541 | 0.271 | 0.419 | 0.312 | 0.274 | 0.351 | 0.810 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| age | height(cm) | weight(kg) | waist(cm) | eyesight(left) | eyesight(right) | hearing(left) | hearing(right) | systolic | relaxation | fasting blood sugar | Cholesterol | triglyceride | HDL | LDL | hemoglobin | Urine protein | serum creatinine | AST | ALT | Gtp | dental caries | smoking | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 35 | 170 | 85 | 97.0 | 0.9 | 0.9 | 1 | 1 | 118 | 78 | 97 | 239 | 153 | 70 | 142 | 19.8 | 1 | 1.0 | 61 | 115 | 125 | 1 | 1 |
| 1 | 20 | 175 | 110 | 110.0 | 0.7 | 0.9 | 1 | 1 | 119 | 79 | 88 | 211 | 128 | 71 | 114 | 15.9 | 1 | 1.1 | 19 | 25 | 30 | 1 | 0 |
| 2 | 45 | 155 | 65 | 86.0 | 0.9 | 0.9 | 1 | 1 | 110 | 80 | 80 | 193 | 120 | 57 | 112 | 13.7 | 3 | 0.6 | 1090 | 1400 | 276 | 0 | 0 |
| 3 | 45 | 165 | 80 | 94.0 | 0.8 | 0.7 | 1 | 1 | 158 | 88 | 249 | 210 | 366 | 46 | 91 | 16.9 | 1 | 0.9 | 32 | 36 | 36 | 0 | 0 |
| 4 | 20 | 165 | 60 | 81.0 | 1.5 | 0.1 | 1 | 1 | 109 | 64 | 100 | 179 | 200 | 47 | 92 | 14.9 | 1 | 1.2 | 26 | 28 | 15 | 0 | 0 |
| 5 | 60 | 160 | 50 | 78.0 | 1.0 | 0.9 | 2 | 2 | 126 | 75 | 114 | 177 | 74 | 98 | 64 | 13.9 | 1 | 1.0 | 47 | 23 | 70 | 0 | 1 |
| 6 | 40 | 175 | 90 | 95.0 | 0.9 | 1.0 | 1 | 1 | 130 | 88 | 90 | 207 | 331 | 39 | 102 | 16.5 | 1 | 1.0 | 19 | 22 | 19 | 0 | 0 |
| 7 | 40 | 180 | 75 | 85.0 | 1.5 | 1.5 | 1 | 1 | 110 | 60 | 100 | 170 | 62 | 58 | 99 | 14.0 | 2 | 1.4 | 29 | 20 | 32 | 1 | 1 |
| 8 | 40 | 170 | 60 | 74.0 | 1.2 | 1.5 | 1 | 1 | 89 | 57 | 83 | 178 | 69 | 60 | 104 | 12.9 | 2 | 0.7 | 17 | 17 | 14 | 0 | 0 |
| 9 | 45 | 155 | 55 | 78.0 | 0.7 | 1.0 | 1 | 1 | 114 | 81 | 96 | 184 | 177 | 41 | 107 | 13.1 | 1 | 0.6 | 22 | 15 | 56 | 0 | 0 |
| age | height(cm) | weight(kg) | waist(cm) | eyesight(left) | eyesight(right) | hearing(left) | hearing(right) | systolic | relaxation | fasting blood sugar | Cholesterol | triglyceride | HDL | LDL | hemoglobin | Urine protein | serum creatinine | AST | ALT | Gtp | dental caries | smoking | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 38974 | 30 | 170 | 65 | 72.0 | 1.2 | 1.0 | 1 | 1 | 111 | 77 | 100 | 177 | 128 | 51 | 100 | 14.4 | 1 | 0.8 | 22 | 28 | 43 | 1 | 1 |
| 38975 | 30 | 180 | 75 | 85.0 | 1.5 | 1.2 | 1 | 1 | 123 | 71 | 85 | 185 | 55 | 67 | 107 | 16.2 | 1 | 0.8 | 23 | 24 | 33 | 0 | 1 |
| 38976 | 40 | 165 | 60 | 85.0 | 0.7 | 0.8 | 1 | 1 | 140 | 90 | 124 | 178 | 152 | 55 | 93 | 14.7 | 3 | 1.0 | 33 | 40 | 54 | 0 | 0 |
| 38977 | 55 | 150 | 65 | 89.0 | 0.5 | 1.0 | 1 | 1 | 132 | 81 | 81 | 183 | 85 | 52 | 114 | 13.4 | 1 | 0.7 | 16 | 10 | 10 | 0 | 0 |
| 38978 | 40 | 170 | 65 | 77.0 | 1.5 | 1.5 | 1 | 1 | 110 | 62 | 91 | 187 | 84 | 79 | 91 | 16.1 | 1 | 0.9 | 28 | 43 | 36 | 1 | 1 |
| 38979 | 40 | 165 | 60 | 80.0 | 0.4 | 0.6 | 1 | 1 | 107 | 60 | 93 | 144 | 53 | 61 | 72 | 12.3 | 1 | 0.5 | 18 | 18 | 21 | 1 | 0 |
| 38980 | 45 | 155 | 55 | 75.0 | 1.5 | 1.2 | 1 | 1 | 126 | 72 | 91 | 227 | 100 | 76 | 131 | 12.5 | 2 | 0.6 | 23 | 11 | 12 | 0 | 0 |
| 38981 | 40 | 170 | 105 | 124.0 | 0.6 | 0.5 | 1 | 1 | 141 | 85 | 115 | 225 | 196 | 48 | 138 | 17.1 | 1 | 0.8 | 24 | 23 | 35 | 1 | 1 |
| 38982 | 40 | 160 | 55 | 75.0 | 1.5 | 1.5 | 1 | 1 | 95 | 69 | 102 | 206 | 48 | 79 | 116 | 12.0 | 1 | 0.6 | 24 | 20 | 17 | 0 | 1 |
| 38983 | 55 | 175 | 60 | 81.1 | 1.0 | 1.0 | 1 | 1 | 114 | 66 | 86 | 212 | 57 | 64 | 137 | 13.9 | 1 | 1.0 | 18 | 12 | 16 | 0 | 1 |
Duplicate rows
Most frequently occurring
| age | height(cm) | weight(kg) | waist(cm) | eyesight(left) | eyesight(right) | hearing(left) | hearing(right) | systolic | relaxation | fasting blood sugar | Cholesterol | triglyceride | HDL | LDL | hemoglobin | Urine protein | serum creatinine | AST | ALT | Gtp | dental caries | smoking | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 20 | 155 | 55 | 79.5 | 1.5 | 1.5 | 1 | 1 | 118 | 70 | 83 | 149 | 102 | 43 | 86 | 15.5 | 1 | 0.7 | 32 | 41 | 20 | 0 | 0 | 2 |
| 1 | 20 | 155 | 65 | 80.0 | 0.9 | 0.9 | 1 | 1 | 110 | 60 | 90 | 139 | 81 | 57 | 66 | 13.3 | 1 | 0.6 | 12 | 11 | 15 | 0 | 1 | 2 |
| 2 | 20 | 160 | 50 | 66.0 | 1.2 | 1.5 | 1 | 1 | 112 | 63 | 97 | 195 | 51 | 68 | 117 | 14.7 | 1 | 0.8 | 21 | 13 | 17 | 1 | 1 | 2 |
| 3 | 20 | 160 | 60 | 74.2 | 0.9 | 1.2 | 1 | 1 | 130 | 70 | 95 | 165 | 126 | 55 | 84 | 16.8 | 1 | 1.0 | 15 | 19 | 32 | 0 | 1 | 2 |
| 4 | 20 | 160 | 60 | 76.0 | 0.4 | 0.4 | 1 | 1 | 130 | 80 | 120 | 124 | 36 | 53 | 63 | 15.1 | 1 | 1.0 | 15 | 11 | 16 | 1 | 0 | 2 |
| 5 | 20 | 160 | 60 | 83.0 | 1.5 | 1.5 | 1 | 1 | 122 | 80 | 115 | 179 | 42 | 62 | 108 | 15.1 | 1 | 0.9 | 14 | 15 | 27 | 1 | 0 | 2 |
| 6 | 20 | 160 | 65 | 77.5 | 0.8 | 0.7 | 1 | 1 | 109 | 63 | 89 | 166 | 54 | 73 | 82 | 15.8 | 1 | 1.1 | 27 | 21 | 23 | 0 | 0 | 2 |
| 7 | 20 | 160 | 70 | 82.0 | 1.2 | 0.6 | 1 | 1 | 136 | 89 | 93 | 185 | 163 | 67 | 85 | 16.7 | 1 | 1.0 | 27 | 40 | 53 | 1 | 0 | 2 |
| 8 | 20 | 160 | 70 | 88.0 | 1.2 | 1.2 | 1 | 1 | 110 | 70 | 83 | 169 | 122 | 59 | 86 | 16.4 | 1 | 0.9 | 22 | 36 | 26 | 0 | 1 | 2 |
| 9 | 20 | 160 | 70 | 90.0 | 0.9 | 1.0 | 1 | 1 | 110 | 67 | 93 | 152 | 67 | 51 | 88 | 14.4 | 1 | 0.8 | 20 | 15 | 34 | 0 | 0 | 2 |